📰 Dev.to · Aniket Hingane
Articles from Dev.to · Aniket Hingane · 43 articles · Updated every 3 hours · View all reads
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Dev.to · Aniket Hingane
4d ago
Resilient Guest-Policy Retrieval: A Self-Healing Semantic Loop for Hotel Context
How I Recovered Weak Matches with Controlled Expansion and Bundled Evidence in a Solo PoC ...
Dev.to · Aniket Hingane
1w ago
Layered Agentic Retrieval for Retail Floor Questions: A Solo PoC
How I Routed Associate Questions Across Specialized TF-IDF Indexes Before Assembly ...
Dev.to · Aniket Hingane
1w ago
Layered Context Routing for Campus Operations: A Facilities Intake PoC
How I Stacked Policy, Place, and Urgency Signals to Route Maintenance Requests ...
Dev.to · Aniket Hingane
1w ago
ShootMesh-AI: A Transparent “Production Office” for Staged Film-and-TV Days
How I modeled department proposals, a merge policy, and an audit ledger without hiding the...
Dev.to · Aniket Hingane
1w ago
Policy-Locked Triage for Messy Citizen Text: A Municipal-Style Routing PoC with SFT and Preference Alignment
How I stabilized noisy 311-style requests with supervised training and reviewer preferences in...
Dev.to · Aniket Hingane
1w ago
Architecting Guardian-AI: Multi-Layered Content Integrity Filters for Autonomous Publishing
How I Built a Defensive Content Pipeline to Safeguard AI-Generated Media Against Misinformation and...
Dev.to · Aniket Hingane
2w ago
Building an Autonomous Data Pipeline Sentinel with Hierarchical Memory
Subtitle: How I Architected a Persistent PR Defense System Using FAISS, SQLite, and Automated...
Dev.to · Aniket Hingane
3w ago
Location Intelligence: Building an Autonomous Site Selection Engine with Geospatial AI
Location Intelligence: Building an Autonomous Site Selection Engine with Geospatial AI How...
Dev.to · Aniket Hingane
3w ago
YieldArch-AI: Meta-Cognitive Yield Optimization for Semiconductor Fabrication
How I built a Meta-Cognitive Agent that Dynamically Adjusts Reasoning Depth for Real-Time...
Dev.to · Aniket Hingane
3w ago
BridgeGuard-AI: Resilient Infrastructure Swarms for Autonomous Bridge Inspection
BridgeGuard-AI: Resilient Infrastructure Swarms for Autonomous Bridge Inspection How I...
Dev.to · Aniket Hingane
3w ago
AgriRemediate-AI: Autonomous Crop Health Remediation with LangGraph Transactional Micro-Agents
Designing High-Stakes Autonomous Systems with Two-Phase Commits, Human-in-the-Loop...
Dev.to · Aniket Hingane
3w ago
Autonomous Manufacturing Defect Triager with Multi-Agent AI (Master Edition)
How I Automated Quality Control Routing Using LangGraph, a Structured Message Bus, and Persistent Shared State
Dev.to · Aniket Hingane
3w ago
Autonomous Manufacturing Defect Triager with Multi-Agent AI (Updated)
How I Automated Quality Control Routing Using LangGraph, a Structured Message Bus, and Persistent Shared State
Dev.to · Aniket Hingane
3w ago
Autonomous Manufacturing Defect Triager with Multi-Agent AI
How I Automated Quality Control Routing Using LangGraph, a Structured Message Bus, and Persistent Shared State
Dev.to · Aniket Hingane
3w ago
Building an Enterprise Event Orchestrator with Multi-Agent LangGraph Swarms
How I Automated Corporate Logistics Planning Using Autonomous Agents and Human-in-the-Loop...
Dev.to · Aniket Hingane
4w ago
Routing Medical Claims with an Intelligent Agent: Deterministic Logic Meets Structured AI Output
Routing Medical Claims with an Intelligent Agent: Deterministic Logic Meets Structured AI...
Dev.to · Aniket Hingane
4w ago
Building an Autonomous Network Routing Agent That Thinks While It Acts
How I Wired Partial Reasoning, Online Replanning, and Real-Time Adaptation into a Streaming Telecom...
Dev.to · Aniket Hingane
1mo ago
Building a Risk-Aware AI Agent with Internal Critic, Self-Consistency Reasoning, and Uncertainty Estimation
How I Automated Insurance Claims Risk Analysis Using Multi-Agent Patterns ...
Dev.to · Aniket Hingane
1mo ago
Building an Intelligent Expense Categorization Rule Engine with Python
How I Automated Financial Rule Generation Using Reflexive AI Agents TL;DR In my...
Dev.to · Aniket Hingane
1mo ago
Uncovering Hidden E-Commerce Churn Risks with SHAP-IQ
Subtitle: How I Built an Explainable AI Pipeline to Understand Feature Interactions and...
Dev.to · Aniket Hingane
1mo ago
Building a Quantum Airline Fleet Optimizer
How I Solved Complex Flight Routing Using QAOA and Quantum Computing TL;DR I built an...
Dev.to · Aniket Hingane
1mo ago
Building an Autonomous Precision Agriculture Consultant with Python
How I Built an AI Agent to Rescue Crops Using IoT Sensors and Automated Reasoning ...
Dev.to · Aniket Hingane
1mo ago
Building an Autonomous Precision Agriculture Consultant with Python
How I Built an AI Agent to Rescue Crops Using IoT Sensors and Automated Reasoning ...
Dev.to · Aniket Hingane
2mo ago
Building an Autonomous RFP Response Engine with Python
How I Automated Enterprise Sales Inquiries Using Semantic Router and Multi-Source RAG ...
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